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ORCIDFernando Sánchez-Vega
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2020 – today
- 2025
[j9]Diego Aarón Moreno-Galván
, Roberto López-Santillán, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Automatic movie genre classification & emotion recognition via a BiProjection Multimodal Transformer. Inf. Fusion 113: 102641 (2025)- [j8]Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Antonio Balderas-Paredes, Luis Pellegrin, Alejandro Rosales-Pérez:
Data augmentation and adversary attack on limit resources text classification. Multim. Tools Appl. 84(3): 1317-1344 (2025) - 2024
- [c19]Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek:
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. ClinicalNLP@NAACL 2024: 82-90 - [c18]Judith Tavarez-Rodríguez, Fernando Sánchez-Vega, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy:
Better Together: LLM and Neural Classification Transformers to Detect Sexism. CLEF (Working Notes) 2024: 1260-1273 - [c17]Kapioma Villarreal Haro, Fernando Sánchez-Vega, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy:
Stacked Reflective Reasoning in Large Neural Language Models. CLEF (Working Notes) 2024: 1297-1311 - [c16]Emilio Villa-Cueva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio:
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. NAACL-HLT 2024: 8317-8335 - [i3]Emilio Villa-Cueva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio:
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. CoRR abs/2404.02452 (2024) - [i2]Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek:
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. CoRR abs/2404.14463 (2024) - 2023
- [j7]Alfredo Arturo Elías Miranda, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Alejandro Rosales-Pérez, Victor Muñiz-Sanchez:
Curriculum learning and evolutionary optimization into deep learning for text classification. Neural Comput. Appl. 35(28): 21129-21164 (2023) - [j6]Horacio Jesús Jarquín-Vásquez, Delia Irazú Hernández Farías, Luis Joaquín Arellano, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Fernando Sánchez-Vega:
Overview of DA-VINCIS at IberLEF 2023: Detection of Aggressive and Violent Incidents from Social Media in Spanish. Proces. del Leng. Natural 71: 351-360 (2023) - [j5]Miguel Ángel Álvarez-Carmona, Ángel Díaz-Pacheco, Ramón Aranda, Ansel Yoan Rodríguez-González, Victor Muñiz-Sánchez, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Lázaro Bustio-Martínez:
Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts. Proces. del Leng. Natural 71: 425-436 (2023) - [c15]Ivonne Monter-Aldana, Adrián Pastor López-Monroy, Fernando Sánchez-Vega:
Dynamic Regularization in UDA for Transformers in Multimodal Classification. ACL (1) 2023: 8700-8711 - [c14]Emilio Villa-Cueva, Jorge Miguel Valles-Silva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Jesus Roberto López-Santillán:
Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models. CLEF (Working Notes) 2023: 2803-2816 - [c13]Emilio Villa-Cueva, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling. SemEval@ACL 2023: 693-699 - [c12]Lisette Guadalupe Castorena-Salas, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach. IberLEF@SEPLN 2023 - [c11]Franklin Echeverría-Barú, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models. IberLEF@SEPLN 2023 - [c10]María de Jesús García-Santiago, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Improving Transformer by Instance Packaging for Mental Illnesses Identification. IberLEF@SEPLN 2023 - 2022
- [j4]Luis Joaquín Arellano, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Fernando Sánchez-Vega:
Overview of DA-VINCIS at IberLEF 2022: Detection of Aggressive and Violent Incidents from Social Media in Spanish. Proces. del Leng. Natural 69: 207-215 (2022) - [c9]Cipriano Callejas-Hernández, Erika Rivadeneira-Pérez, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Esaú Villatoro-Tello:
The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022. IberLEF@SEPLN 2022 - [c8]Emilio Villa-Cueva, Ivan González-Franco, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling. IberLEF@SEPLN 2022 - [c7]Emilio Villa-Cueva, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Bi-Ensembles of Transformer for Online Bilingual Sexism Detection. IberLEF@SEPLN 2022 - 2021
- [c6]Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection. IberLEF@SEPLN 2021: 259-269
2010 – 2019
- 2019
- [j3]Fernando Sánchez-Vega, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Paolo Rosso, Efstathios Stamatatos, Luis Villaseñor Pineda:
Paraphrase plagiarism identification with character-level features. Pattern Anal. Appl. 22(2): 669-681 (2019) - 2018
- [j2]Miguel Ángel Álvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello:
A visual approach for age and gender identification on Twitter. J. Intell. Fuzzy Syst. 34(5): 3133-3145 (2018) - [c5]Bilal Ghanem, Labib Arafeh, Paolo Rosso, Fernando Sánchez-Vega:
HYPLAG: Hybrid Arabic Text Plagiarism Detection System. NLDB 2018: 315-323 - [c4]Delia Irazú Hernández Farías, Fernando Sánchez-Vega, Manuel Montes-y-Gómez, Paolo Rosso:
INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter. SemEval@NAACL-HLT 2018: 594-599 - [i1]Miguel Ángel Álvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello:
A visual approach for age and gender identification on Twitter. CoRR abs/1805.11166 (2018) - 2013
- [j1]Fernando Sánchez-Vega, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Paolo Rosso:
Determining and characterizing the reused text for plagiarism detection. Expert Syst. Appl. 40(5): 1804-1813 (2013) - [c3]Fernando Sánchez-Vega, Manuel Montes-y-Gómez, Paolo Rosso, Luis Villaseñor Pineda:
INAOE_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity. *SEM@NAACL-HLT 2013: 229-233 - 2012
- [c2]Fernando Sánchez-Vega, Manuel Montes-y-Gómez, Luis Villaseñor Pineda:
Optimized Fuzzy Text Alignment for Plagiarism Detection. CLEF (Online Working Notes/Labs/Workshop) 2012 - 2010
- [c1]Fernando Sánchez-Vega, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Paolo Rosso:
Towards Document Plagiarism Detection Based on the Relevance and Fragmentation of the Reused Text. MICAI (1) 2010: 24-31
Coauthor Index
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